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<div class="title">cudnn_frontend_Tensor.h</div>  </div>
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<a href="../../d3/d98/cudnn__frontend__Tensor_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">/*</span></div><div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment"> * Copyright (c) 2021, NVIDIA CORPORATION. All rights reserved.</span></div><div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment"> * Permission is hereby granted, free of charge, to any person obtaining a</span></div><div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment"> * copy of this software and associated documentation files (the &quot;Software&quot;),</span></div><div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment"> * to deal in the Software without restriction, including without limitation</span></div><div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment"> * the rights to use, copy, modify, merge, publish, distribute, sublicense,</span></div><div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment"> * and/or sell copies of the Software, and to permit persons to whom the</span></div><div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment"> * Software is furnished to do so, subject to the following conditions:</span></div><div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment"> * The above copyright notice and this permission notice shall be included in</span></div><div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment"> * all copies or substantial portions of the Software.</span></div><div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment"> *</span></div><div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment"> * THE SOFTWARE IS PROVIDED &quot;AS IS&quot;, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR</span></div><div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment"> * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,</span></div><div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment"> * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL</span></div><div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment"> * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER</span></div><div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment"> * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING</span></div><div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment"> * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER</span></div><div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment"> * DEALINGS IN THE SOFTWARE.</span></div><div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment"> */</span></div><div class="line"><a name="l00022"></a><span class="lineno">   22</span>&#160;</div><div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="preprocessor">#pragma once</span></div><div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;</div><div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="preprocessor">#include &lt;algorithm&gt;</span></div><div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor">#include &lt;array&gt;</span></div><div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#include &lt;functional&gt;</span></div><div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor">#include &lt;memory&gt;</span></div><div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor">#include &lt;sstream&gt;</span></div><div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div><div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;</div><div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor">#include &quot;<a class="code" href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a>&quot;</span></div><div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;</div><div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;<span class="keyword">namespace </span><a class="code" href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a> {</div><div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;</div><div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">   52</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> : <span class="keyword">public</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">BackendDescriptor</a> {</div><div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;   <span class="keyword">public</span>:</div><div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a14f9c4498f4be5b3c2b0a94c708891fb">   54</a></span>&#160;    <span class="keyword">friend</span> <span class="keyword">class </span><a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a>;</div><div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;    std::string</div><div class="line"><a name="l00056"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a79cc1a752e6df2001b853f8c189b1f1f">   56</a></span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a79cc1a752e6df2001b853f8c189b1f1f">describe</a>()<span class="keyword"> const override </span>{</div><div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;        std::stringstream ss;</div><div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160; 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          &lt;&lt; <span class="stringliteral">&quot; nDims &quot;</span> &lt;&lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a1370de050fc91e9d992995fae5f22011">nDims</a> &lt;&lt; <span class="stringliteral">&quot; VectorCount: &quot;</span> &lt;&lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a2afdff65c7b389a4da5d9e4825db3e85">vectorCount</a> &lt;&lt; <span class="stringliteral">&quot; vectorDimension &quot;</span> &lt;&lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ac645129e72b917e030320398802d7b73">vectorDimension</a>;</div><div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot; Dim [&quot;</span>;</div><div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a1370de050fc91e9d992995fae5f22011">nDims</a>; i++) {</div><div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;            ss &lt;&lt; sep &lt;&lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a7419041bb3bf934f8e9f851fa63acabd">btensor_dimA</a>[i];</div><div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;            sep = <span class="charliteral">&#39;,&#39;</span>;</div><div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;        }</div><div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot; ] Str [&quot;</span>;</div><div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a1370de050fc91e9d992995fae5f22011">nDims</a>; i++) {</div><div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;            ss &lt;&lt; sep &lt;&lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae4842fc7fcb87f5b60228fb6fa391b61">btensor_strA</a>[i];</div><div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;            sep = <span class="charliteral">&#39;,&#39;</span>;</div><div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;        }</div><div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot;]&quot;</span>;</div><div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot; isVirtual: &quot;</span> &lt;&lt; <a class="code" href="../../d3/d9b/namespacenlohmann.html#a6ce645a0b8717757e096a5b5773b7a16">std::to_string</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a611fc05f3c7b6ca90d0e3c0f6ef07d84">isVirtual</a>) &lt;&lt; <span class="stringliteral">&quot; isByValue: &quot;</span> &lt;&lt; <a class="code" href="../../d3/d9b/namespacenlohmann.html#a6ce645a0b8717757e096a5b5773b7a16">std::to_string</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#aabaaacf9ea82fc1ff2f5b8ed97e23420">isByValue</a>);</div><div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;        ss &lt;&lt; <span class="stringliteral">&quot; reorder_type: &quot;</span> &lt;&lt; reorder_type;</div><div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;        <span class="keywordflow">return</span> ss.str();</div><div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;    }</div><div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;</div><div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;    int64_t</div><div class="line"><a name="l00081"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a54d8852a3fc56559c83ff7105403968d">   81</a></span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a54d8852a3fc56559c83ff7105403968d">getPackedElementCount</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;        int64_t count = <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a2afdff65c7b389a4da5d9e4825db3e85">vectorCount</a>;</div><div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;        <span class="keywordflow">for</span> (<span class="keyword">auto</span> i = 0; i &lt; <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a1370de050fc91e9d992995fae5f22011">nDims</a>; i++) {</div><div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160; 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       <span class="keywordflow">return</span> <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a1370de050fc91e9d992995fae5f22011">nDims</a>;</div><div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    }</div><div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div><div class="line"><a name="l00094"></a><span class="lineno">   94</span>&#160;    int64_t <span class="keyword">const</span> *</div><div class="line"><a name="l00095"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#abd8b2029dd25fee10cee12c8552da96b">   95</a></span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#abd8b2029dd25fee10cee12c8552da96b">getDimArray</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;        <span class="keywordflow">return</span> <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a7419041bb3bf934f8e9f851fa63acabd">btensor_dimA</a>;</div><div class="line"><a name="l00097"></a><span class="lineno">   97</span>&#160;    }</div><div class="line"><a name="l00098"></a><span class="lineno">   98</span>&#160;</div><div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;    int64_t <span class="keyword">const</span> *</div><div class="line"><a name="l00100"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a3312d87b3eb4a2f5cf9fe83be2e28f52">  100</a></span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a3312d87b3eb4a2f5cf9fe83be2e28f52">getStrideArray</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;        <span class="keywordflow">return</span> <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae4842fc7fcb87f5b60228fb6fa391b61">btensor_strA</a>;</div><div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;    }</div><div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;</div><div class="line"><a name="l00104"></a><span class="lineno">  104</span>&#160;    int64_t</div><div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a6899ca74a2c813b074bdd5bc6dc2e0a1">  105</a></span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a6899ca74a2c813b074bdd5bc6dc2e0a1">getDataType</a>()<span class="keyword"> const </span>{</div><div class="line"><a name="l00106"></a><span class="lineno">  106</span>&#160;        <span class="keywordflow">return</span> <span class="keyword">static_cast&lt;</span>int64_t<span class="keyword">&gt;</span>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae9a3d128db54fa92d392e77044f30ca9">data_type</a>);</div><div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;    }</div><div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;</div><div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ab48b1728d6978407f0bdbf0227de6f82">Tensor_v8</a>(<a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> &amp;&amp;from) = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160; 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   cudnnDataType_t <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae9a3d128db54fa92d392e77044f30ca9">data_type</a>               = CUDNN_DATA_FLOAT;  </div><div class="line"><a name="l00122"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a7419041bb3bf934f8e9f851fa63acabd">  122</a></span>&#160;    int64_t <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a7419041bb3bf934f8e9f851fa63acabd">btensor_dimA</a>[CUDNN_DIM_MAX + 1] = {-1};              </div><div class="line"><a name="l00123"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae4842fc7fcb87f5b60228fb6fa391b61">  123</a></span>&#160;    int64_t <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae4842fc7fcb87f5b60228fb6fa391b61">btensor_strA</a>[CUDNN_DIM_MAX + 1] = {-1};              </div><div class="line"><a name="l00124"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a062e54efdec89943fcb0602cc06dfd28">  124</a></span>&#160; 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    </div><div class="line"><a name="l00129"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a2afdff65c7b389a4da5d9e4825db3e85">  129</a></span>&#160;    int64_t <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a2afdff65c7b389a4da5d9e4825db3e85">vectorCount</a>     = 1;      </div><div class="line"><a name="l00130"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a611fc05f3c7b6ca90d0e3c0f6ef07d84">  130</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a611fc05f3c7b6ca90d0e3c0f6ef07d84">isVirtual</a>          = <span class="keyword">false</span>;  </div><div class="line"><a name="l00131"></a><span class="lineno"><a class="line" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#aabaaacf9ea82fc1ff2f5b8ed97e23420">  131</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#aabaaacf9ea82fc1ff2f5b8ed97e23420">isByValue</a>          = <span class="keyword">false</span>;  </div><div class="line"><a name="l00132"></a><span class="lineno">  132</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l00133"></a><span class="lineno">  133</span>&#160;    cudnnBackendTensorReordering_t reorder_type = CUDNN_TENSOR_REORDERING_NONE; </div><div class="line"><a name="l00134"></a><span class="lineno">  134</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;};</div><div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;</div><div class="line"><a name="l00140"></a><span class="lineno"><a class="line" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">  140</a></span>&#160;<span class="keyword">class </span><a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> {</div><div class="line"><a name="l00141"></a><span class="lineno">  141</span>&#160;   <span class="keyword">public</span>:</div><div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00148"></a><span class="lineno"><a class="line" href="../../d3/d3c/group__TensorBuilder__v8.html#ga98275e4d36e37ef5d73f13bd80f164a3">  148</a></span>&#160;    <a class="code" href="../../d3/d3c/group__TensorBuilder__v8.html#ga98275e4d36e37ef5d73f13bd80f164a3">setDataType</a>(cudnnDataType_t data_type_) -&gt; <a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> &amp; {</div><div class="line"><a name="l00149"></a><span class="lineno">  149</span>&#160;        m_tensor.data_type = data_type_;</div><div class="line"><a name="l00150"></a><span class="lineno">  150</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00151"></a><span class="lineno">  151</span>&#160;    }</div><div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160; 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   }</div><div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00161"></a><span class="lineno"><a class="line" href="../../d3/d3c/group__TensorBuilder__v8.html#ga3de3d95beb2234dc2a741d23703f8ed2">  161</a></span>&#160;    <a class="code" href="../../d3/d3c/group__TensorBuilder__v8.html#ga3de3d95beb2234dc2a741d23703f8ed2">setStrides</a>(int64_t ndim, int64_t <span class="keyword">const</span> *strides) -&gt; <a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> &amp; {</div><div class="line"><a name="l00162"></a><span class="lineno">  162</span>&#160;        std::copy(strides, strides + ndim, m_tensor.btensor_strA);</div><div class="line"><a name="l00163"></a><span class="lineno">  163</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00164"></a><span class="lineno">  164</span>&#160;    }</div><div class="line"><a name="l00166"></a><span class="lineno">  166</span>&#160;    <span class="keyword">auto</span></div><div class="line"><a name="l00167"></a><span class="lineno"><a class="line" href="../../d3/d3c/group__TensorBuilder__v8.html#ga6bdaeab1bff548d375e57936b64fb05a">  167</a></span>&#160;    <a class="code" href="../../d3/d3c/group__TensorBuilder__v8.html#ga6bdaeab1bff548d375e57936b64fb05a">setId</a>(int64_t id_) -&gt; <a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> &amp; {</div><div class="line"><a name="l00168"></a><span class="lineno">  168</span>&#160;        m_tensor.id = id_;</div><div class="line"><a name="l00169"></a><span class="lineno">  169</span>&#160;        <span class="keywordflow">return</span> *<span class="keyword">this</span>;</div><div class="line"><a name="l00170"></a><span class="lineno">  170</span>&#160;    }</div><div class="line"><a name="l00172"></a><span class="lineno">  172</span>&#160; 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   <a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html#a32876941f964b3fad2d123b9081b0af7">build</a>() {</div><div class="line"><a name="l00208"></a><span class="lineno">  208</span>&#160;        <span class="comment">// Sanity check if non-default fields have been set correctly.</span></div><div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;        <span class="keywordflow">if</span> (m_tensor.alignment &lt;= 0) {</div><div class="line"><a name="l00210"></a><span class="lineno">  210</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;                &amp;m_tensor,</div><div class="line"><a name="l00212"></a><span class="lineno">  212</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: Check and Set the CUDNN_ATTR_TENSOR_BYTE_ALIGNMENT field&quot;</span>);</div><div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00215"></a><span class="lineno">  215</span>&#160;        }</div><div class="line"><a name="l00216"></a><span class="lineno">  216</span>&#160;        <span class="keywordflow">if</span> (m_tensor.id &lt;= 0) {</div><div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00218"></a><span class="lineno">  218</span>&#160;                &amp;m_tensor,</div><div class="line"><a name="l00219"></a><span class="lineno">  219</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: Check and Set the CUDNN_ATTR_TENSOR_UNIQUE_ID as a valid value&quot;</span>);</div><div class="line"><a name="l00221"></a><span class="lineno">  221</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00222"></a><span class="lineno">  222</span>&#160;        }</div><div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;        <span class="keywordflow">if</span> (m_tensor.btensor_strA[0] &lt;= 0) {</div><div class="line"><a name="l00224"></a><span class="lineno">  224</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00225"></a><span class="lineno">  225</span>&#160;                &amp;m_tensor,</div><div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: Check and Set the CUDNN_ATTR_TENSOR_STRIDES Correctly&quot;</span>);</div><div class="line"><a name="l00228"></a><span class="lineno">  228</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00229"></a><span class="lineno">  229</span>&#160;        }</div><div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;        <span class="keywordflow">if</span> (m_tensor.btensor_dimA[0] &lt;= 0) {</div><div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00232"></a><span class="lineno">  232</span>&#160;                &amp;m_tensor,</div><div class="line"><a name="l00233"></a><span class="lineno">  233</span>&#160;                CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00234"></a><span class="lineno">  234</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: Check and Set the CUDNN_ATTR_TENSOR_DIMENSIONS Correctly&quot;</span>);</div><div class="line"><a name="l00235"></a><span class="lineno">  235</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;        }</div><div class="line"><a name="l00237"></a><span class="lineno">  237</span>&#160;        <span class="keywordflow">if</span> (m_tensor.pointer != <span class="keyword">nullptr</span>) {</div><div class="line"><a name="l00238"></a><span class="lineno">  238</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_tensor,</div><div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;                                          CUDNN_STATUS_BAD_PARAM,</div><div class="line"><a name="l00240"></a><span class="lineno">  240</span>&#160;                                          <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: Bad tensor created. The tensor already &quot;</span></div><div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;                                          <span class="stringliteral">&quot;seems to be pointing to something&quot;</span>);</div><div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;        }</div><div class="line"><a name="l00244"></a><span class="lineno">  244</span>&#160;</div><div class="line"><a name="l00245"></a><span class="lineno">  245</span>&#160;        <span class="comment">// Create a descriptor. Memory allocation happens here.</span></div><div class="line"><a name="l00246"></a><span class="lineno">  246</span>&#160;        <span class="keyword">auto</span> <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = m_tensor.initialize_managed_backend_pointer(CUDNN_BACKEND_TENSOR_DESCRIPTOR);</div><div class="line"><a name="l00247"></a><span class="lineno">  247</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;                &amp;m_tensor, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: cudnnCreate Descriptor Failed&quot;</span>);</div><div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;        }</div><div class="line"><a name="l00252"></a><span class="lineno">  252</span>&#160;</div><div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;        <span class="comment">// Once Created lets set the descriptor parameters.</span></div><div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;                                          CUDNN_ATTR_TENSOR_DATA_TYPE,</div><div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;                                          CUDNN_TYPE_DATA_TYPE,</div><div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;                                          1,</div><div class="line"><a name="l00258"></a><span class="lineno">  258</span>&#160;                                          &amp;m_tensor.data_type);</div><div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;                &amp;m_tensor, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_DATA_TYPE Failed&quot;</span>);</div><div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;        }</div><div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00265"></a><span class="lineno">  265</span>&#160;                                          CUDNN_ATTR_TENSOR_DIMENSIONS,</div><div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;                                          CUDNN_TYPE_INT64,</div><div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;                                          m_tensor.nDims,</div><div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;                                          m_tensor.btensor_dimA);</div><div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;                &amp;m_tensor, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_DIMENSIONS Failed&quot;</span>);</div><div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;        }</div><div class="line"><a name="l00274"></a><span class="lineno">  274</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;                                          CUDNN_ATTR_TENSOR_STRIDES,</div><div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;                                          CUDNN_TYPE_INT64,</div><div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;                                          m_tensor.nDims,</div><div class="line"><a name="l00278"></a><span class="lineno">  278</span>&#160;                                          m_tensor.btensor_strA);</div><div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00280"></a><span class="lineno">  280</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;                &amp;m_tensor, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_STRIDES Failed&quot;</span>);</div><div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;        }</div><div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendSetAttribute(</div><div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;            m_tensor.pointer-&gt;get_backend_descriptor(), CUDNN_ATTR_TENSOR_UNIQUE_ID, CUDNN_TYPE_INT64, 1, &amp;m_tensor.id);</div><div class="line"><a name="l00286"></a><span class="lineno">  286</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;                &amp;m_tensor, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_UNIQUE_ID Failed&quot;</span>);</div><div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;        }</div><div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;        cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;                                 CUDNN_ATTR_TENSOR_BYTE_ALIGNMENT,</div><div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;                                 CUDNN_TYPE_INT64,</div><div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;                                 1,</div><div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;                                 &amp;m_tensor.alignment);</div><div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;                &amp;m_tensor,</div><div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;                <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;                <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_BYTE_ALIGNMENT Failed&quot;</span>);</div><div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;        }</div><div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;        <span class="keywordflow">if</span> (m_tensor.isVirtual) {</div><div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;            cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;                                     CUDNN_ATTR_TENSOR_IS_VIRTUAL,</div><div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;                                     CUDNN_TYPE_BOOLEAN,</div><div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;                                     1,</div><div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;                                     &amp;m_tensor.isVirtual);</div><div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;                    &amp;m_tensor,</div><div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_BYTE_ALIGNMENT Failed&quot;</span>);</div><div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;                <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;            }</div><div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;        }</div><div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;        <span class="keywordflow">if</span> (m_tensor.isByValue) {</div><div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;            cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;                                     CUDNN_ATTR_TENSOR_IS_BY_VALUE,</div><div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;                                     CUDNN_TYPE_BOOLEAN,</div><div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;                                     1,</div><div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;                                     &amp;m_tensor.isByValue);</div><div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;                    &amp;m_tensor,</div><div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_IS_BY_VALUE Failed&quot;</span>);</div><div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;                <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;            }</div><div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;        }</div><div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;</div><div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;        <span class="keywordflow">if</span> (m_tensor.vectorCount &gt; 1) {</div><div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;            cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;                                     CUDNN_ATTR_TENSOR_VECTOR_COUNT,</div><div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;                                     CUDNN_TYPE_INT64,</div><div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;                                     1,</div><div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;                                     &amp;m_tensor.vectorCount);</div><div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;                    &amp;m_tensor,</div><div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_VECTOR_COUNT Failed&quot;</span>);</div><div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;                <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;            }</div><div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;        }</div><div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;        <span class="keywordflow">if</span> (m_tensor.vectorDimension &gt;= 0) {</div><div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;            cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;                                     CUDNN_ATTR_TENSOR_VECTORIZED_DIMENSION,</div><div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;                                     CUDNN_TYPE_INT64,</div><div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;                                     1,</div><div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;                                     &amp;m_tensor.vectorDimension);</div><div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;                    &amp;m_tensor,</div><div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_VECTORIZED_DIMENSION Failed&quot;</span>);</div><div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;                <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;            }</div><div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;        }</div><div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;</div><div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;        <span class="comment">// Set the reorder_type</span></div><div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;<span class="preprocessor">#if (CUDNN_VERSION &gt;= 8300)</span></div><div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;        <span class="keywordflow">if</span> (m_tensor.reorder_type != CUDNN_TENSOR_REORDERING_NONE) {</div><div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;            cudnnBackendSetAttribute(m_tensor.pointer-&gt;get_backend_descriptor(),</div><div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;                                     CUDNN_ATTR_TENSOR_REORDERING_MODE,</div><div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;                                     CUDNN_TYPE_TENSOR_REORDERING_MODE,</div><div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;                                     1,</div><div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;                                     &amp;m_tensor.reorder_type);</div><div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;            <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;                <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(</div><div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;                    &amp;m_tensor,</div><div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;                    <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>,</div><div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;                    <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR: SetAttribute CUDNN_ATTR_TENSOR_REORDERING_MODE Failed&quot;</span>);</div><div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;                <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;            }</div><div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;        }</div><div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;<span class="preprocessor">#endif</span></div><div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;        <span class="comment">// Finalizing the descriptor</span></div><div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;        <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> = cudnnBackendFinalize(m_tensor.pointer-&gt;get_backend_descriptor());</div><div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;        <span class="keywordflow">if</span> (<a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a> != CUDNN_STATUS_SUCCESS) {</div><div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;            <a class="code" href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">set_error_and_throw_exception</a>(&amp;m_tensor, <a class="code" href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">status</a>, <span class="stringliteral">&quot;CUDNN_BACKEND_TENSOR_DESCRIPTOR cudnnFinalize failed&quot;</span>);</div><div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;            <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;        }</div><div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;        <a class="code" href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">getLogger</a>() &lt;&lt; <span class="stringliteral">&quot;[cudnn_frontend] &quot;</span> &lt;&lt; m_tensor &lt;&lt; std::endl;</div><div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;        <span class="keywordflow">return</span> std::move(m_tensor);</div><div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;    }</div><div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;</div><div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;    <span class="keyword">explicit</span> <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a14f9c4498f4be5b3c2b0a94c708891fb">TensorBuilder_v8</a>()                = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;    ~<a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a>()                        = <span class="keywordflow">default</span>;</div><div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a14f9c4498f4be5b3c2b0a94c708891fb">TensorBuilder_v8</a>(<a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> &amp;&amp;)      = <span class="keyword">delete</span>;</div><div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a14f9c4498f4be5b3c2b0a94c708891fb">TensorBuilder_v8</a>(<a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> <span class="keyword">const</span> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;    <a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> &amp;</div><div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ab6c9d81fd9d18995fc67bdfafca49443">operator=</a>(<a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">TensorBuilder_v8</a> <span class="keyword">const</span> &amp;) = <span class="keyword">delete</span>;</div><div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;</div><div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;   <span class="keyword">private</span>:</div><div class="line"><a name="l00396"></a><span class="lineno"><a class="line" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html#a87c53bd36c748fe2327743bd852fb144">  396</a></span>&#160;    <a class="code" href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">Tensor_v8</a> <a class="code" href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html#a87c53bd36c748fe2327743bd852fb144">m_tensor</a>;  </div><div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;};</div><div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;</div><div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;}</div><div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_ab48b1728d6978407f0bdbf0227de6f82"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ab48b1728d6978407f0bdbf0227de6f82">cudnn_frontend::Tensor_v8::Tensor_v8</a></div><div class="ttdeci">Tensor_v8()=default</div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_aabaaacf9ea82fc1ff2f5b8ed97e23420"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#aabaaacf9ea82fc1ff2f5b8ed97e23420">cudnn_frontend::Tensor_v8::isByValue</a></div><div class="ttdeci">bool isByValue</div><div class="ttdoc">Whether it is an intermediate tensor of an op graph. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00131">cudnn_frontend_Tensor.h:131</a></div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_ga7d5d978de243e47938eb1f224a38d02d"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#ga7d5d978de243e47938eb1f224a38d02d">cudnn_frontend::TensorBuilder_v8::setVirtual</a></div><div class="ttdeci">auto setVirtual(bool virtual_=true) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdoc">Set Alignment of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00179">cudnn_frontend_Tensor.h:179</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1TensorBuilder__v8_html_a32876941f964b3fad2d123b9081b0af7"><div class="ttname"><a href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html#a32876941f964b3fad2d123b9081b0af7">cudnn_frontend::TensorBuilder_v8::build</a></div><div class="ttdeci">Tensor_v8 &amp;&amp; build()</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00207">cudnn_frontend_Tensor.h:207</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a6899ca74a2c813b074bdd5bc6dc2e0a1"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a6899ca74a2c813b074bdd5bc6dc2e0a1">cudnn_frontend::Tensor_v8::getDataType</a></div><div class="ttdeci">int64_t getDataType() const</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00105">cudnn_frontend_Tensor.h:105</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_ac39691550c5659acffd2386354ed18c6"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#ac39691550c5659acffd2386354ed18c6">cudnn_frontend::getLogger</a></div><div class="ttdeci">ConditionalStreamer &amp; getLogger()</div><div class="ttdef"><b>Definition:</b> <a href="../../d8/dc4/cudnn__frontend__Logging_8h_source.html#l00072">cudnn_frontend_Logging.h:72</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_a011f392961f07ab6de46a080e9a652a2"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#a011f392961f07ab6de46a080e9a652a2">cudnn_frontend::set_error_and_throw_exception</a></div><div class="ttdeci">static void set_error_and_throw_exception(BackendDescriptor const *desc, cudnnStatus_t status, const char *message)</div><div class="ttdef"><b>Definition:</b> <a href="../../df/d17/cudnn__frontend__utils_8h_source.html#l00138">cudnn_frontend_utils.h:138</a></div></div>
<div class="ttc" id="namespacenlohmann_html_a6ce645a0b8717757e096a5b5773b7a16"><div class="ttname"><a href="../../d3/d9b/namespacenlohmann.html#a6ce645a0b8717757e096a5b5773b7a16">nlohmann::to_string</a></div><div class="ttdeci">NLOHMANN_BASIC_JSON_TPL_DECLARATION std::string to_string(const NLOHMANN_BASIC_JSON_TPL &amp;j)</div><div class="ttdoc">user-defined to_string function for JSON values </div><div class="ttdef"><b>Definition:</b> <a href="../../d5/db8/json_8hpp_source.html#l25855">json.hpp:25855</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_ae4842fc7fcb87f5b60228fb6fa391b61"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae4842fc7fcb87f5b60228fb6fa391b61">cudnn_frontend::Tensor_v8::btensor_strA</a></div><div class="ttdeci">int64_t btensor_strA[CUDNN_DIM_MAX+1]</div><div class="ttdoc">n, g, c, d, h, w </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00123">cudnn_frontend_Tensor.h:123</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_ab6c9d81fd9d18995fc67bdfafca49443"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ab6c9d81fd9d18995fc67bdfafca49443">cudnn_frontend::Tensor_v8::operator=</a></div><div class="ttdeci">Tensor_v8 &amp; operator=(Tensor_v8 &amp;&amp;)=default</div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_ga6a405f1260ec3246b743def7bf6e6cb9"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#ga6a405f1260ec3246b743def7bf6e6cb9">cudnn_frontend::TensorBuilder_v8::setByValue</a></div><div class="ttdeci">auto setByValue(bool isByValue_=true) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00184">cudnn_frontend_Tensor.h:184</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_adc7efe51d66614f5fa06c2d0690bd474"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#adc7efe51d66614f5fa06c2d0690bd474">cudnn_frontend::Tensor_v8::getDimensionCount</a></div><div class="ttdeci">int64_t getDimensionCount() const</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00090">cudnn_frontend_Tensor.h:90</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html">cudnn_frontend::BackendDescriptor</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00099">cudnn_backend_base.h:99</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a1f41a9f80b8a3b35aed7948e264b0d79"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a1f41a9f80b8a3b35aed7948e264b0d79">cudnn_frontend::Tensor_v8::alignment</a></div><div class="ttdeci">int64_t alignment</div><div class="ttdoc">Unique id of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00125">cudnn_frontend_Tensor.h:125</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a14f9c4498f4be5b3c2b0a94c708891fb"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a14f9c4498f4be5b3c2b0a94c708891fb">cudnn_frontend::Tensor_v8::TensorBuilder_v8</a></div><div class="ttdeci">friend class TensorBuilder_v8</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00054">cudnn_frontend_Tensor.h:54</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a611fc05f3c7b6ca90d0e3c0f6ef07d84"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a611fc05f3c7b6ca90d0e3c0f6ef07d84">cudnn_frontend::Tensor_v8::isVirtual</a></div><div class="ttdeci">bool isVirtual</div><div class="ttdoc">What is the vectorization count (4 or 32) </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00130">cudnn_frontend_Tensor.h:130</a></div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_ga385ec2c39e6386af7421f27330ed128b"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#ga385ec2c39e6386af7421f27330ed128b">cudnn_frontend::TensorBuilder_v8::setAlignment</a></div><div class="ttdeci">auto setAlignment(int64_t alignment_) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdoc">Set Alignment of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00173">cudnn_frontend_Tensor.h:173</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_abd8b2029dd25fee10cee12c8552da96b"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#abd8b2029dd25fee10cee12c8552da96b">cudnn_frontend::Tensor_v8::getDimArray</a></div><div class="ttdeci">int64_t const  * getDimArray() const</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00095">cudnn_frontend_Tensor.h:95</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a2afdff65c7b389a4da5d9e4825db3e85"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a2afdff65c7b389a4da5d9e4825db3e85">cudnn_frontend::Tensor_v8::vectorCount</a></div><div class="ttdeci">int64_t vectorCount</div><div class="ttdoc">Which dimension of the tensor is vectorized (Generally the c dim) </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00129">cudnn_frontend_Tensor.h:129</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a3312d87b3eb4a2f5cf9fe83be2e28f52"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a3312d87b3eb4a2f5cf9fe83be2e28f52">cudnn_frontend::Tensor_v8::getStrideArray</a></div><div class="ttdeci">int64_t const  * getStrideArray() const</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00100">cudnn_frontend_Tensor.h:100</a></div></div>
<div class="ttc" id="cudnn__frontend__utils_8h_html"><div class="ttname"><a href="../../df/d17/cudnn__frontend__utils_8h.html">cudnn_frontend_utils.h</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a1370de050fc91e9d992995fae5f22011"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a1370de050fc91e9d992995fae5f22011">cudnn_frontend::Tensor_v8::nDims</a></div><div class="ttdeci">int64_t nDims</div><div class="ttdoc">Certain engine config expect minimum alignment of 16B. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00127">cudnn_frontend_Tensor.h:127</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a7419041bb3bf934f8e9f851fa63acabd"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a7419041bb3bf934f8e9f851fa63acabd">cudnn_frontend::Tensor_v8::btensor_dimA</a></div><div class="ttdeci">int64_t btensor_dimA[CUDNN_DIM_MAX+1]</div><div class="ttdoc">Datatype of the elements. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00122">cudnn_frontend_Tensor.h:122</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a79cc1a752e6df2001b853f8c189b1f1f"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a79cc1a752e6df2001b853f8c189b1f1f">cudnn_frontend::Tensor_v8::describe</a></div><div class="ttdeci">std::string describe() const override</div><div class="ttdoc">Return a string describing the backend Descriptor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00056">cudnn_frontend_Tensor.h:56</a></div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_ga271e5f9ec1ce8ec231021219f5899315"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#ga271e5f9ec1ce8ec231021219f5899315">cudnn_frontend::TensorBuilder_v8::setVectorCountAndDimension</a></div><div class="ttdeci">auto setVectorCountAndDimension(int64_t vectorCount_, int64_t vectorDimension_) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00189">cudnn_frontend_Tensor.h:189</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a5a402bf5c68021711d9d9ec8fd4c1001"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a5a402bf5c68021711d9d9ec8fd4c1001">cudnn_frontend::Tensor_v8::~Tensor_v8</a></div><div class="ttdeci">~Tensor_v8()=default</div></div>
<div class="ttc" id="namespacecudnn__frontend_html"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html">cudnn_frontend</a></div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00029">cudnn_backend_base.h:29</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html">cudnn_frontend::Tensor_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00052">cudnn_frontend_Tensor.h:52</a></div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_ga3de3d95beb2234dc2a741d23703f8ed2"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#ga3de3d95beb2234dc2a741d23703f8ed2">cudnn_frontend::TensorBuilder_v8::setStrides</a></div><div class="ttdeci">auto setStrides(int64_t ndim, int64_t const *strides) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdoc">Set Strides of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00161">cudnn_frontend_Tensor.h:161</a></div></div>
<div class="ttc" id="namespacecudnn__frontend_html_a939cf4181f94bc235363cc485beb1ce8"><div class="ttname"><a href="../../df/de1/namespacecudnn__frontend.html#a939cf4181f94bc235363cc485beb1ce8">cudnn_frontend::to_string</a></div><div class="ttdeci">static std::string to_string(cudnnDataType_t type)</div><div class="ttdef"><b>Definition:</b> <a href="../../df/d17/cudnn__frontend__utils_8h_source.html#l00072">cudnn_frontend_utils.h:72</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_ac645129e72b917e030320398802d7b73"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ac645129e72b917e030320398802d7b73">cudnn_frontend::Tensor_v8::vectorDimension</a></div><div class="ttdeci">int64_t vectorDimension</div><div class="ttdoc">Number of Dimensions of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00128">cudnn_frontend_Tensor.h:128</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_a54d8852a3fc56559c83ff7105403968d"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#a54d8852a3fc56559c83ff7105403968d">cudnn_frontend::Tensor_v8::getPackedElementCount</a></div><div class="ttdeci">int64_t getPackedElementCount() const</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00081">cudnn_frontend_Tensor.h:81</a></div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_ga6bdaeab1bff548d375e57936b64fb05a"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#ga6bdaeab1bff548d375e57936b64fb05a">cudnn_frontend::TensorBuilder_v8::setId</a></div><div class="ttdeci">auto setId(int64_t id_) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdoc">Set Unique Id of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00167">cudnn_frontend_Tensor.h:167</a></div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_gae828806e2d76ca3eb6c4e289f2e93a96"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#gae828806e2d76ca3eb6c4e289f2e93a96">cudnn_frontend::TensorBuilder_v8::setDim</a></div><div class="ttdeci">auto setDim(int64_t ndim, int64_t const *dim) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdoc">Set Dimensions of the tensor. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00154">cudnn_frontend_Tensor.h:154</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1Tensor__v8_html_ae9a3d128db54fa92d392e77044f30ca9"><div class="ttname"><a href="../../d6/da7/classcudnn__frontend_1_1Tensor__v8.html#ae9a3d128db54fa92d392e77044f30ca9">cudnn_frontend::Tensor_v8::data_type</a></div><div class="ttdeci">cudnnDataType_t data_type</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00121">cudnn_frontend_Tensor.h:121</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1TensorBuilder__v8_html"><div class="ttname"><a href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html">cudnn_frontend::TensorBuilder_v8</a></div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00140">cudnn_frontend_Tensor.h:140</a></div></div>
<div class="ttc" id="group__TensorBuilder__v8_html_ga98275e4d36e37ef5d73f13bd80f164a3"><div class="ttname"><a href="../../d3/d3c/group__TensorBuilder__v8.html#ga98275e4d36e37ef5d73f13bd80f164a3">cudnn_frontend::TensorBuilder_v8::setDataType</a></div><div class="ttdeci">auto setDataType(cudnnDataType_t data_type_) -&gt; TensorBuilder_v8 &amp;</div><div class="ttdoc">Set Datatype for the Tensor_v8. </div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00148">cudnn_frontend_Tensor.h:148</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1BackendDescriptor_html_a8a5466c444f2de721118334ac876c6ba"><div class="ttname"><a href="../../d6/d88/classcudnn__frontend_1_1BackendDescriptor.html#a8a5466c444f2de721118334ac876c6ba">cudnn_frontend::BackendDescriptor::status</a></div><div class="ttdeci">cudnnStatus_t status</div><div class="ttdoc">Shared pointer of the OpaqueBackendPointer. </div><div class="ttdef"><b>Definition:</b> <a href="../../dc/d11/cudnn__backend__base_8h_source.html#l00160">cudnn_backend_base.h:160</a></div></div>
<div class="ttc" id="classcudnn__frontend_1_1TensorBuilder__v8_html_a87c53bd36c748fe2327743bd852fb144"><div class="ttname"><a href="../../db/dae/classcudnn__frontend_1_1TensorBuilder__v8.html#a87c53bd36c748fe2327743bd852fb144">cudnn_frontend::TensorBuilder_v8::m_tensor</a></div><div class="ttdeci">Tensor_v8 m_tensor</div><div class="ttdef"><b>Definition:</b> <a href="../../d3/d98/cudnn__frontend__Tensor_8h_source.html#l00396">cudnn_frontend_Tensor.h:396</a></div></div>
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